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BatchExperiments (version 1.3)
Statistical experiments on batch computing clusters.
Description
Extends the BatchJobs package to run statistical experiments on batch computing clusters. For further details see the project web page.
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Install
install.packages('BatchExperiments')
Monthly Downloads
492
Version
1.3
License
BSD_3_clause + file LICENSE
Issues
5
Pull Requests
2
Stars
17
Forks
5
Repository
https://github.com/tudo-r/BatchExperiments
Maintainer
Michel Lang
Last Published
September 24th, 2014
Functions in BatchExperiments (1.3)
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generateProblemInstance
Generate dynamic part of problem.
ExperimentJob
ExperimentJob
makeDesign
Create parameter designs for problems and algorithms.
addExperiments
Add experiemts to the registry.
addAlgorithm
Add an algorithm to registry.
getProblem
Get problem from registry by id.
getAlgorithm
Get algorithm from registry by id.
getProblemIds
Get ids of problems in registry.
getJobs.ExperimentRegistry
Get jobs (here: experiments) from registry by id.
removeProblem
Remove problem from registry.
removeExperiments
Remove jobs from registry.
reduceResultsExperimentsParallel
Reduce very many results in parallel.
addProblem
Add a problem to registry.
getResultVars
Get variable groups of reduced results.
BatchExperiments
The BatchExperiments package
getAlgorithmIds
Get ids of algorithms in registry.
findExperiments
Find ids of experiments that match a query.
reduceResultsExperiments
Reduce results into a data.frame with all relevant information.
removeAlgorithm
Remove algorithm from registry.
getIndex
Group experiments.
summarizeExperiments
Summarize selected experiments.
makeExperimentRegistry
Construct a registry object for experiments.